Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680005421

The MH-36 locality cells most similar to this Amravati cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.031

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005182

distance 0.031

#2 · Buldhanacell 4720008407

distance 0.044 · cross-district

#3 · Buldhanacell 4720008434

distance 0.055 · cross-district

#4 · Buldhanacell 4720008383

distance 0.058 · cross-district

#5 · Buldhanacell 4720008367

distance 0.06 · cross-district

#6 · Buldhanacell 4720008436

distance 0.066 · cross-district

#7 · Amravaticell 4680005542

distance 0.066

#8 · Buldhanacell 4720008368

distance 0.067 · cross-district

#9 · Buldhanacell 4720008356

distance 0.074 · cross-district

#10 · Amravaticell 4680005545

distance 0.075

#11 · Buldhanacell 4720008427

distance 0.076 · cross-district

#12 · Buldhanacell 4720008417

distance 0.08 · cross-district

#13 · Amravaticell 4680005417

distance 0.082

#14 · Amravaticell 4680006068

distance 0.085

#15 · Buldhanacell 4720008302

distance 0.086 · cross-district

#16 · Amravaticell 4680004965

distance 0.091

#17 · Amravaticell 4680005300

distance 0.093

#18 · Buldhanacell 4720008435

distance 0.097 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":468,"cluster_id":4680005421}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.